Xiaowei Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 29

Top Topics

Biomedical Data

Bayesian Classification

Physiological Signals

Shuffled Frog Leaping Algorithm

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Comput. Soc. Syst.

IEEE Trans. Affect. Comput.

Publications

Wei Qian, Dan Guo, Kun Li, Xiaowei Zhang, Xilan Tian, Xun Yang, Meng Wang
Dual-Path TokenLearner for Remote Photoplethysmography-Based Physiological Measurement With Facial Videos. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Xiaowei Zhang, Zhongyi Zhou, Qiqi Zhao, Kechen Hou, Xiangyu Wei, Sipo Zhang, Yikun Yang, Yanmeng Cui
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism. IEEE Trans. Cybern. 54 (5) (2024)
Xiaowei Zhang, Xiangyu Wei, Zhongyi Zhou, Qiqi Zhao, Sipo Zhang, Yikun Yang, Rui Li, Bin Hu
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition. IEEE Trans. Affect. Comput. 15 (2) (2024)
Rui Li, Chao Ren, Yiqing Ge, Qiqi Zhao, Yikun Yang, Yuhan Shi, Xiaowei Zhang, Bin Hu
MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning. Knowl. Based Syst. 276 (2023)
Rui Li, Chao Ren, Chen Li, Nan Zhao, Dawei Lu, Xiaowei Zhang
SSTD: A Novel Spatio-Temporal Demographic Network for EEG-Based Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 10 (1) (2023)
Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Kexin Zhu, Kun Qian, Qunxi Dong, Xiaowei Zhang, Bin Hu
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition. Health Inf. Sci. Syst. 11 (1) (2023)
Yuhan Shi, Nan Zhao, Wenjie Yuan, Qiqi Zhao, Xiaowei Zhang, Bin Hu
STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition. BIBM (2023)
Shaojie Li, Wei Li, Zejian Xing, Wenjie Yuan, Xiangyu Wei, Xiaowei Zhang, Bin Hu
A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines. Frontiers Inf. Technol. Electron. Eng. 23 (8) (2022)
Xiaowei Zhang, Jing Pan, Jian Shen, Zia Ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection. IEEE Trans. Affect. Comput. 13 (2) (2022)
Jian Shen, Xiaowei Zhang, Gang Wang, Zhijie Ding, Bin Hu
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection. IEEE Trans. Affect. Comput. 13 (1) (2022)
Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang, Bin Hu
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. IEEE Trans. Cybern. 51 (9) (2021)
Nan Zhao, Dawei Lu, Kechen Hou, Meifei Chen, Xiangyu Wei, Xiaowei Zhang, Bin Hu
Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography. Entropy 23 (10) (2021)
Xiaowei Zhang, Dawei Lu, Jing Pan, Jian Shen, Manxi Wu, Xiping Hu, Bin Hu
Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry. IEEE Trans. Ind. Informatics 17 (5) (2021)
Xiaowei Zhang, Junlei Li, Kechen Hou, Bin Hu, Jian Shen, Jing Pan
EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism. EMBC (2020)
Xiaowei Zhang, Dawei Lu, Jian Shen, Jin Gao, Xiao Huang, Manxi Wu
Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection. BIBM (2020)
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. CoRR (2020)
Zhihua Guo, Enli Fu, Jing Pan, Xiaowei Zhang, Bin Hu
Anxiety Detection with Nonlinear Group Correlation Fusion of Electroencephalogram and Eye Movement. BIBM (2020)
Xiaowei Zhang, Jian Shen, Zia Ud Din, Jinyong Liu, Gang Wang, Bin Hu
Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Weihao Zheng, Hanshu Cai, Zhijun Yao, Xiaowei Zhang, Xiaowei Li, Bin Hu
Modelling Mental States via Computational Psychophysiology: Benefits and Challenges. HCC (2019)
Jian Shen, Xiaowei Zhang, Junlei Li, Yuanxi Li, Lei Feng, Changqing Hu, Zhijie Ding, Gang Wang, Bin Hu
Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli. ACII (2019)
Xiaowei Zhang, Wenbin Liang, Tingzhen Ding, Jing Pan, Jian Shen, Xiao Huang, Jin Gao
Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition. BIBM (2019)
Chengsheng Mao, Bin Hu, Lei Chen, Philip Moore, Xiaowei Zhang
Local Distribution in Neighborhood for Classification. CoRR (2018)
Xiaowei Zhang, Yue Wang, Shengjie Zhao, Jinyong Liu, Jing Pan, Jian Shen, Tingzhen Ding
Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework. ICIC (2) (2018)
Bin Hu, Yongqiang Dai, Yun Su, Philip Moore, Xiaowei Zhang, Chengsheng Mao, Jing Chen, Lixin Xu
Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (6) (2018)
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu
Wearable EEG-Based Real-Time System for Depression Monitoring. BI (2017)
Xiaowei Zhang, Yuan Yao, Manman Wang, Jian Shen, Lei Feng, Bin Hu
Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator. BIBM (2017)
Yongqiang Dai, Bin Hu, Yun Su, Chengsheng Mao, Jing Chen, Xiaowei Zhang, Philip Moore, Lixin Xu, Hanshu Cai
Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis. BIBM (2015)
Jing Chen, Bin Hu, Philip Moore, Xiaowei Zhang, Xu Ma
Electroencephalogram-based emotion assessment system using ontology and data mining techniques. Appl. Soft Comput. 30 (2015)
Bin Hu, Chengsheng Mao, Xiaowei Zhang, Yongqiang Dai
Bayesian classification with local probabilistic model assumption in aiding medical diagnosis. BIBM (2015)
Xiaowei Zhang, Bin Hu, Xu Ma, Philip Moore, Jing Chen
Ontology driven decision support for the diagnosis of mild cognitive impairment. Comput. Methods Programs Biomed. 113 (3) (2014)
Yun Su, Bin Hu, Lixin Xu, Hanshu Cai, Philip Moore, Xiaowei Zhang, Jing Chen
EmotionO+: Physiological signals knowledge representation and emotion reasoning model for mental health monitoring. BIBM (2014)
Xiaowei Zhang, Bin Hu, Jing Chen, Philip Moore
Ontology-based context modeling for emotion recognition in an intelligent web. World Wide Web 16 (4) (2013)
Xiaowei Zhang, Bin Hu, Lin Zhou, Jing Chen, Philip Moore
An XML format for electroencephalogram data presentation (eegML). BIBM (2013)
Xiaowei Zhang, Bin Hu, Lin Zhou, Philip Moore, Jing Chen
An EEG Based Pervasive Depression Detection for Females. ICPCA/SWS (2012)
Xiaowei Zhang, Bin Hu, Philip Moore, Jing Chen, Lin Zhou
Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition. ICONIP (2) (2011)